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Visualising data science workflows to support third-party notebook comprehension: an empirical study

Data science is an exploratory and iterative process that often leads to complex and unstructured code. This code is usually poorly documented and, consequently, hard to understand by a third party. In this paper, we first collect empirical evidence for the non-linearity of data science code from re...

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Detalles Bibliográficos
Autores principales: Ramasamy, Dhivyabharathi, Sarasua, Cristina, Bacchelli, Alberto, Bernstein, Abraham
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10034906/
https://www.ncbi.nlm.nih.gov/pubmed/36968214
http://dx.doi.org/10.1007/s10664-023-10289-9